{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "CPI通胀率=(当期CPI−基期CPI )/ 基期CPI×100%\n",
    "\n",
    "范围说明\n",
    "\n",
    "- 适度通胀（2%-3%） 是最理想的目标。\n",
    "- 高通胀（> 5%） 会导致物价失控，损害消费者购买力，并可能促使央行采取紧缩政策。\n",
    "- 负通胀（< 0%） 会导致经济陷入衰退，消费者信心下降。\n",
    "\n",
    "与黄金的关系\n",
    "\n",
    "- 长期内，黄金与CPI呈正相关\n",
    "- 在短期内，黄金价格的波动可能并不完全由CPI决定"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          月份  全国-当月  全国-同比增长  全国-环比增长  全国-累计  城市-当月  城市-同比增长  城市-环比增长  城市-累计  \\\n",
      "0  2025年05月份   99.9     -0.1     -0.2   99.9  100.0      0.0     -0.2  100.0   \n",
      "1  2025年04月份   99.9     -0.1      0.1   99.9  100.0      0.0      0.2  100.0   \n",
      "2  2025年03月份   99.9     -0.1     -0.4   99.9   99.9     -0.1     -0.4   99.9   \n",
      "3  2025年02月份   99.3     -0.7     -0.2   99.9   99.3     -0.7     -0.2   99.9   \n",
      "4  2025年01月份  100.5      0.5      0.7  100.5  100.6      0.6      0.8  100.6   \n",
      "\n",
      "   农村-当月  农村-同比增长  农村-环比增长  农村-累计  \n",
      "0   99.6     -0.4     -0.2   99.7  \n",
      "1   99.7     -0.3      0.0   99.7  \n",
      "2   99.7     -0.3     -0.3   99.8  \n",
      "3   99.3     -0.7     -0.1   99.8  \n",
      "4  100.3      0.3      0.5  100.3  \n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 获取中国CPI数据（消费者物价指数）\n",
    "cpi_data = ak.macro_china_cpi().head(12*6)\n",
    "print(cpi_data.head(5))\n",
    "\n",
    "# 转换日期格式\n",
    "cpi_data['月份'] = pd.to_datetime(cpi_data['月份'], format='%Y年%m月份')\n",
    "\n",
    "# 确保CPI数据的值为数值类型\n",
    "cpi_data['全国-当月'] = pd.to_numeric(cpi_data['全国-当月'], errors='coerce')\n",
    "\n",
    "# 去除缺失值\n",
    "cpi_data.dropna(subset=['全国-当月'], inplace=True)\n",
    "\n",
    "# 计算CPI同比增速（每月CPI同比增长率）\n",
    "cpi_data['CPI同比增速'] = cpi_data['全国-当月'].pct_change(12) * 100  # 每年变化，乘以100转为百分比\n",
    "\n",
    "# 绘制中国CPI通胀率曲线\n",
    "plt.figure(figsize=(14, 7))\n",
    "\n",
    "# 绘制CPI通胀率曲线\n",
    "plt.plot(cpi_data['月份'], cpi_data['CPI同比增速'], label=\"中国CPI通胀率\", color='green', linestyle='-', marker='x')\n",
    "\n",
    "# 添加标题和标签\n",
    "plt.title('中国CPI通胀率', fontsize=16)\n",
    "plt.xlabel('月份', fontsize=12)\n",
    "plt.ylabel('CPI同比增速 (%)', fontsize=12)\n",
    "plt.legend()\n",
    "\n",
    "# 显示图表\n",
    "plt.xticks(rotation=45)  # 旋转x轴标签以便更好显示\n",
    "plt.grid(True)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
